SEU-ProactiveSecurity-Group / MalPurifierLinks
Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks
☆31Updated 3 months ago
Alternatives and similar repositories for MalPurifier
Users that are interested in MalPurifier are comparing it to the libraries listed below
Sorting:
- A curated list of malware-related papers.☆30Updated last year
- TDSC 2022 | An explainable GNN-based Android malware detection system in paper "MsDroid: Identifying Malicious Snippets for Android Malwa…☆58Updated last year
- 从Androzoo下载数据集，区分年份以及良性/恶意应用，支持协程、代理、断点继续、错误重试等☆50Updated last year
- ☆39Updated 3 years ago
- Few-Shot malware classification using fused features of static analysis and dynamic analysis （基于静态+动态分析的混合特征的小样本恶意代码分类框架）☆31Updated 3 years ago
- A novel and interpretable ML-based approach to classify malware with high accuracy and explain the classification result meanwhile.☆28Updated 2 years ago
- Continuous Learning for Android Malware Detection (USENIX Security 2023)☆70Updated last year
- Building relation graph of Android APIs to catch the semantics between APIs, and used to enhancing Android malware detectors☆88Updated 2 years ago
- Code for "MalGraph: Hierarchical Graph Neural Networks for Robust Windows Malware Detection"☆46Updated 3 years ago
- Papers, code and datasets about deep learning for Android malware defenses and malware detection☆146Updated last year
- Source code of Malware Classification by Learning Semantic and Structural Features of Control Flow Graphs (TrustCom 2021)☆21Updated 3 years ago
- Android Malware Detection with Graph Convolutional Networks using Function Call Graph and its Derivatives.☆38Updated 3 years ago
- 主题为”基于GAN的恶意软件对抗样本生成“。首先介绍了恶意软件发展现状，引出基于模式匹配、特征空间和问题空间三种方式去检测恶意软件。然后介绍了如何生成对抗样本攻击恶意软件检测器，详细介绍了基于GAN的恶意软件对抗样本的MalGAN框架，并对实验结果进行了对比。最后总结了结构…☆35Updated 3 years ago
- the instructions about request access to AdvDroidZero☆12Updated last year
- [code] "CFGExplainer: Explaining Graph Neural Network-Based Malware Classification from Control Flow Graphs" by Jerome Dinal Herath, Prit…☆35Updated 2 years ago
- ☆16Updated 4 years ago
- adversarial examples, adversarial malware examples, adversarial malware detection, adversarial deep ensemble, Android malware variants☆57Updated 2 years ago
- API2Vec: Learning Representations of API Sequences for Malware Detection☆12Updated last year
- 基于深度学习的恶意软件检测研究；MalConv;☆103Updated 3 years ago
- A curated resource list of adversarial attacks and defenses for Windows PE malware detection.☆71Updated 2 years ago
- ☆23Updated last year
- ☆13Updated 3 years ago
- adversarial malware detection via a principled way☆21Updated 2 years ago
- A new version used Androguard but not Soot to realize MaMadroid。☆19Updated 4 years ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆26Updated 3 years ago
- Official Repository of "Robust Malware Classification via Deep Graph Networks on Call Graph Topologies" (ESANN 2021)☆13Updated 2 years ago
- Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications☆139Updated 2 years ago
- MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis☆43Updated 5 years ago
- Code for the AsiaCCS 2021 paper: "Malware makeover: Breaking ML-based static analysis by modifying executable bytes"☆53Updated last year
- Drebin - NDSS 2014 Re-implementation☆107Updated 7 years ago